首页> 外文会议>Image Processing and Its Applications, 1997., Sixth International Conference on >Point-to-point registration of non-rigid medical images using local elastic transformation methods
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Point-to-point registration of non-rigid medical images using local elastic transformation methods

机译:使用局部弹性变换方法的非刚性医学图像的点对点配准

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摘要

Although a considerable amount of research has been devoted to the registration of medical images, a good proportion of this has been performed on rigid regions of the anatomy. This has tended to limit the practical value of such research. The registration of medical images which are non-rigid in nature is a seemingly difficult and not fully investigated problem. This paper presents an elastic transformation method which is used to perform matching of non-rigid medical images, that is, two-dimensional images of a region of the body such as the thorax or abdomen which exhibits a high level of elasticity. Some forms of elastic transformation may be more localized in scope than others, which leads to the categorization of elastic transformation methods into local and semi-local methods. This paper demonstrates the use of local elastic spatial transformations in matching non-rigid medical images. These transformations are illustrated by matching corresponding computed tomography and magnetic resonance images of the thorax.
机译:尽管已经对医学图像的配准进行了大量研究,但是其中很大一部分是在解剖结构的刚性区域上进行的。这往往限制了这种研究的实用价值。本质上非刚性的医学图像配准是一个看似困难且尚未充分研究的问题。本文提出了一种弹性变换方法,该方法用于执行非刚性医学图像(即,具有高弹性水平的胸部或腹部等身体区域的二维图像)的匹配。某些形式的弹性变换可能在范围上比其他形式更局限,这导致将弹性变换方法分为本地方法和半局部方法。本文演示了在匹配非刚性医学图像中使用局部弹性空间变换。通过匹配胸部的相应计算机断层扫描和磁共振图像来说明这些变换。

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